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import gradio as gr | |
from fastai.vision.all import * | |
learn = load_learner('model.pkl') | |
categories = ('Chihuahua', 'Muffin') | |
def classify(img): | |
pred,_,probs = learn.predict(img) | |
return dict(zip(categories, map(float,probs))) | |
image = gr.inputs.Image(shape=(192,192)) | |
label = gr.outputs.Label() | |
examples = ['muffin.png', 'dog.png'] | |
iface = gr.Interface(fn=classify, inputs=image, outputs=label, examples=examples) | |
iface.launch() |